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DongfuJiang 

authored 3 papers about 11 hours ago

RewardHarness: Self-Evolving Agentic Post-Training

Paper • 2605.08703 • Published 28 days ago • 10

Cosmos 3: Omnimodal World Models for Physical AI

Paper • 2606.02800 • Published 5 days ago • 84

AutoLab: Can Frontier Models Solve Long-Horizon Auto Research and Engineering Tasks?

Paper • 2606.05080 • Published 3 days ago • 26

ChengsongHuang 

submitted a paper to Daily Papers 3 days ago

Small RL Controller, Large Language Model: RL-Guided Adaptive Sampling for Test-Time Scaling

Paper • 2606.03102 • Published 4 days ago • 13

DongfuJiang 

authored 4 papers 23 days ago

Watch Before You Answer: Learning from Visually Grounded Post-Training

Paper • 2604.05117 • Published Apr 6 • 36

ClawBench: Can AI Agents Complete Everyday Online Tasks?

Paper • 2604.08523 • Published Apr 9 • 263

Nemotron 3 Super: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning

Paper • 2604.12374 • Published Apr 14 • 37

Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction

Paper • 2605.05242 • Published May 3 • 122

ChengsongHuang 

submitted a paper to Daily Papers 25 days ago

G-Zero: Self-Play for Open-Ended Generation from Zero Data

Paper • 2605.09959 • Published 26 days ago • 17

ChengsongHuang 

submitted a paper to Daily Papers 26 days ago

LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling

Paper • 2605.08083 • Published 29 days ago • 69

ChengsongHuang 

authored 2 papers 26 days ago

Rethinking the Reranker: Boundary-Aware Evidence Selection for Robust Retrieval-Augmented Generation

Paper • 2602.03689 • Published Feb 3

Nonsense Helps: Prompt Space Perturbation Broadens Reasoning Exploration

Paper • 2605.05566 • Published about 1 month ago • 37

ChengsongHuang 

submitted a paper to Daily Papers 29 days ago

Nonsense Helps: Prompt Space Perturbation Broadens Reasoning Exploration

Paper • 2605.05566 • Published about 1 month ago • 37

DongfuJiang 

authored 3 papers 2 months ago

EvolveCoder: Evolving Test Cases via Adversarial Verification for Code Reinforcement Learning

Paper • 2603.12698 • Published Mar 13 • 1

Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation

Paper • 2603.19220 • Published Mar 19 • 69

OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis

Paper • 2603.20278 • Published Mar 17 • 99

ChengsongHuang 

authored a paper 3 months ago

MM-Zero: Self-Evolving Multi-Model Vision Language Models From Zero Data

Paper • 2603.09206 • Published Mar 10 • 54

ChengsongHuang 

authored 3 papers 4 months ago

Training Data Efficiency in Multimodal Process Reward Models

Paper • 2602.04145 • Published Feb 4 • 80

TTCS: Test-Time Curriculum Synthesis for Self-Evolving

Paper • 2601.22628 • Published Jan 30 • 35

Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing

Paper • 2602.03845 • Published Feb 3 • 27